Period
to 22 October 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Reinforcement Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Reinforcement Learning over the 6 months to 22 October 2019 with a comparison to the same period in the previous 2 years.

Reinforcement Learning
UK > England
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 999 901 1100
Rank change year-on-year -98 +199 +97
Permanent jobs citing Reinforcement Learning 44 233 89
As % of all permanent IT jobs advertised in England 0.035% 0.15% 0.054%
As % of the Processes & Methodologies category 0.038% 0.17% 0.059%
Number of salaries quoted 26 230 85
England median annual salary £75,000 £65,000 £65,000
Median salary % change year-on-year +15.38% - -
10th Percentile £49,375 £48,750 £42,500
90th Percentile £97,500 £132,500 £82,500
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - -

Reinforcement Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 116,507 141,060 151,062
As % of all permanent IT jobs advertised in England 92.13% 91.84% 92.33%
Number of salaries quoted 92,691 113,227 120,016
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% -
10th Percentile £30,000 £29,255 £28,500
90th Percentile £87,500 £85,000 £80,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

Reinforcement Learning
Job Vacancy Trend in England

Job postings citing Reinforcement Learning as a percentage of all IT jobs advertised in England.

Job vacancy trend for Reinforcement Learning in England

Reinforcement Learning
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Reinforcement Learning in England.

Salary trend for Reinforcement Learning in England

Reinforcement Learning
Salary Histogram in England

The salary distribution of IT jobs citing Reinforcement Learning in England over the 6 months to 22 October 2019.

Salary histogram for Reinforcement Learning in England

Reinforcement Learning
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reinforcement Learning within the England region over the 6 months to 22 October 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +14 35 £73,750 -4.84% 2
South West +24 7 £90,000 +5.88% 1
East of England -2 1 £75,000 +30.43% 2
South East -9 1 £45,000 -16.28%
Reinforcement Learning
UK

For the 6 months to 22 October 2019, IT jobs citing Reinforcement Learning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Reinforcement Learning.

1 41 (93.18%) Machine Learning
2 39 (88.64%) Python
3 32 (72.73%) Artificial Intelligence
4 31 (70.45%) Deep Learning
5 24 (54.55%) PhD
5 24 (54.55%) Computer Science
6 23 (52.27%) Algorithms
7 22 (50.00%) TensorFlow
8 19 (43.18%) Data Science
9 15 (34.09%) Pandas
9 15 (34.09%) Statistics
10 14 (31.82%) Git (software)
10 14 (31.82%) C++
10 14 (31.82%) Computer Vision
11 12 (27.27%) Finance
11 12 (27.27%) Software Engineering
11 12 (27.27%) Physics
12 11 (25.00%) Mathematics
12 11 (25.00%) Keras
12 11 (25.00%) scikit-learn
13 10 (22.73%) Degree
14 8 (18.18%) Agile Software Development
14 8 (18.18%) Visualisation
15 7 (15.91%) Java
15 7 (15.91%) SQL
15 7 (15.91%) Natural Language Processing
15 7 (15.91%) NumPy
15 7 (15.91%) Node.js
15 7 (15.91%) Apache Spark
15 7 (15.91%) React

Reinforcement Learning
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (15.91%) Apache Spark
2 5 (11.36%) Elasticsearch
3 1 (2.27%) Apache
Cloud Services
1 5 (11.36%) OpenShift
2 3 (6.82%) GCP
3 1 (2.27%) AWS
3 1 (2.27%) GitHub
Communications & Networking
1 3 (6.82%) Internet
Database & Business Intelligence
1 5 (11.36%) Big Data
1 5 (11.36%) Neo4j
2 4 (9.09%) QlikView
3 2 (4.55%) Hadoop
3 2 (4.55%) NoSQL
3 2 (4.55%) PostgreSQL
4 1 (2.27%) Blockchain
Development Applications
1 14 (31.82%) Git (software)
2 1 (2.27%) GitLab
2 1 (2.27%) Jenkins
General
1 12 (27.27%) Finance
2 6 (13.64%) Publishing
3 2 (4.55%) Legal
4 1 (2.27%) Automotive
Job Titles
1 11 (25.00%) Data Scientist
2 9 (20.45%) Software Engineer
3 5 (11.36%) Machine Learning Engineer
3 5 (11.36%) Machine Learning Scientist
3 5 (11.36%) Senior Data Scientist
3 5 (11.36%) Systems Engineer
4 4 (9.09%) Lead Software Engineer
5 2 (4.55%) Computer Engineer
5 2 (4.55%) Computer Vision Engineer
5 2 (4.55%) Data Science Expert
6 1 (2.27%) Data Engineer
6 1 (2.27%) Data Science Engineer
6 1 (2.27%) Developer
6 1 (2.27%) Full Stack Developer
6 1 (2.27%) Java Engineer
6 1 (2.27%) Python Engineer
6 1 (2.27%) Research Engineer
6 1 (2.27%) Ruby Engineer
Libraries, Frameworks & Software Standards
1 22 (50.00%) TensorFlow
2 15 (34.09%) Pandas
3 11 (25.00%) Keras
3 11 (25.00%) scikit-learn
4 7 (15.91%) Natural Language Processing
4 7 (15.91%) Node.js
4 7 (15.91%) NumPy
4 7 (15.91%) React
5 5 (11.36%) OpenCV
5 5 (11.36%) Spring
5 5 (11.36%) Spring Boot
5 5 (11.36%) Torch
5 5 (11.36%) Velocity
5 5 (11.36%) Vue.js
6 4 (9.09%) D3.js
6 4 (9.09%) MLlib
6 4 (9.09%) SciPy
7 3 (6.82%) Kafka
8 2 (4.55%) Flask
8 2 (4.55%) Matplotlib
Miscellaneous
1 23 (52.27%) Algorithms
2 5 (11.36%) Robotics
3 3 (6.82%) Internet of Things
4 2 (4.55%) Analytical Skills
5 1 (2.27%) Blog
Operating Systems
1 4 (9.09%) Unix
2 1 (2.27%) Android
2 1 (2.27%) Apple iOS
2 1 (2.27%) Linux
2 1 (2.27%) Windows
Processes & Methodologies
1 41 (93.18%) Machine Learning
2 32 (72.73%) Artificial Intelligence
3 31 (70.45%) Deep Learning
4 24 (54.55%) Computer Science
5 19 (43.18%) Data Science
6 15 (34.09%) Statistics
7 14 (31.82%) Computer Vision
8 12 (27.27%) Physics
8 12 (27.27%) Software Engineering
9 11 (25.00%) Mathematics
10 8 (18.18%) Agile Software Development
10 8 (18.18%) Visualisation
11 7 (15.91%) Decision-Making
12 6 (13.64%) Computational Intelligence
12 6 (13.64%) Dimensionality Reduction
12 6 (13.64%) Numerical Analysis
12 6 (13.64%) Probability Theory
12 6 (13.64%) Speech Recognition
12 6 (13.64%) Time Series Forecasting
13 5 (11.36%) Logistics
Programming Languages
1 39 (88.64%) Python
2 14 (31.82%) C++
3 7 (15.91%) Java
3 7 (15.91%) SQL
4 6 (13.64%) C
5 5 (11.36%) C#
5 5 (11.36%) ES6
5 5 (11.36%) JavaScript
5 5 (11.36%) Lua
6 4 (9.09%) R
7 1 (2.27%) Go
7 1 (2.27%) Ruby
7 1 (2.27%) Scala
Qualifications
1 24 (54.55%) PhD
2 10 (22.73%) Degree
3 5 (11.36%) Computer Science Degree
3 5 (11.36%) Master's Degree
4 2 (4.55%) SC Cleared
4 2 (4.55%) Security Cleared
System Software
1 6 (13.64%) Docker
Systems Management
1 5 (11.36%) Kubernetes
Vendors
1 4 (9.09%) Tableau
2 3 (6.82%) Google